{"id":"W4214678712","doi":"10.1038/s41598-022-07263-8","title":"SARS-CoV-2 enzyme-linked immunosorbent assays as proxies for plaque reduction neutralisation tests","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Medical Research Council; Rosetrees Trust; St. George's, University of London; Economic and Social Research Council; John Black Charitable Foundation; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; Wellcome Trust","keywords":"Plaque reduction neutralization test; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antibody; Virology; Neutralization; Titer; Coronavirus disease 2019 (COVID-19); Medicine; Coronavirus; Immunoglobulin G; Immunology; Biology; Infectious disease (medical specialty); Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01488786,0.002715023,0.001568555,0.0032378,0.0003869671,0.001973754,0.00179826,0.002100623,0.003841666],"category_scores_gemma":[0.01478774,0.001127331,0.001499354,0.001787838,0.0008151547,0.0007960352,0.001041622,0.002431459,0.002479211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007431478,"about_ca_system_score_gemma":0.0004008615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000953045,"about_ca_topic_score_gemma":0.0009359154,"domain_scores_codex":[0.9729702,0.01259177,0.001368806,0.002572755,0.009619254,0.0008771725],"domain_scores_gemma":[0.9859201,0.005726534,0.003284072,0.0008923913,0.003729888,0.0004470804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01189714,0.004848871,0.2512303,0.004252619,0.002104677,0.0006878631,0.001366433,0.009737221,0.6113923,0.002542304,0.007402631,0.09253766],"study_design_scores_gemma":[0.0006087529,0.02372436,0.3036563,0.001156374,0.001211183,0.006269077,0.000728611,0.06403729,0.5738249,0.001648853,0.02271116,0.0004231613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8078527,0.03752718,0.1098748,0.0006852178,0.001816328,0.004118402,0.007780962,0.002117276,0.02822726],"genre_scores_gemma":[0.9222435,0.003672197,0.06016008,0.0006798838,0.0002731274,0.001575039,0.005003624,0.00009935501,0.006293138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01488786,"threshold_uncertainty_score":0.07873541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0622892489406501,"score_gpt":0.3598716396842132,"score_spread":0.2975823907435631,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}